Dyslipidemia and the Risk of Alzheimer’s Disease
Open accessAbstract
Whether cholesterol is implicated in the pathogenesis of Alzheimer's disease (AD) is still controversial. Several studies that explored the association between lipids and/or lipid-lowering treatment and AD indicate a harmful effect of dyslipidemia on AD risk. The findings are supported by genetic linkage and association studies that have clearly identified several genes involved in cholesterol metabolism or transport as AD susceptibility genes, including apolipoprotein E (APOE), apolipoprotein J (APOJ, CLU), ATP-binding cassette subfamily A member 7(ABCA7), and sortilin-related receptor (SORL1). Functional cell biology studies further support a critical involvement of lipid raft cholesterol in the modulation of Aβ precursor protein processing by β-secretase and γ-secretase resulting in altered Aβ production. However, conflicting evidence comes from epidemiological studies showing no or controversial association between dyslipidemia and AD risk, randomized clinical trials observing no beneficial effect of statin therapy, and cell biology studies suggesting that there is little exchange between circulating and brain cholesterol, that increased membrane cholesterol level is protective by inhibiting loss of membrane integrity through amyloid cytotoxicity, and that cellular cholesterol inhibits colocalization of β-secretase 1 and Aβ precursor protein in nonraft membrane domains, thereby increasing generation of plasmin, an Aβ-degrading enzyme. The aim of this article is to provide a comprehensive review of the findings of epidemiological, genetic, and cell biology studies aiming to elucidate the role of cholesterol in the pathogenesis of AD.
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There is a positive epidemiological correlation between Alzheimer's disease and cardiometabolic traits.
“Studies have consistently found a positive epidemiological correlation between Alzheimer’s disease (AD) and cardiometabolic traits, yet the biological mechanisms behind this correlation is not well understood [1–4].”
From Multi-trait association studies discover pleiotropic loci between Alzheimer’s disease and cardiometabolic traits (2021) · cites this paper as [3]
The Conclusions say that metabolic syndrome and its individual factors have repeatedly been associated with cognitive decline and dementia, but that is broader than AD specifically. The section “Prospective Epidemiological Studies Relating Plasma Cholesterol Levels to AD” reports harmful associations for some midlife lipid measures while saying results across studies have been inconsistent. The source therefore does not support the claim that studies consistently find a positive correlation between AD and cardiometabolic traits. (LLM, conf=0.88)
Experimental — accuracy not yet measuredThe biological mechanisms behind the positive epidemiological correlation between Alzheimer's disease and cardiometabolic traits are not well understood.
“Studies have consistently found a positive epidemiological correlation between Alzheimer’s disease (AD) and cardiometabolic traits, yet the biological mechanisms behind this correlation is not well understood [1–4].”
From Multi-trait association studies discover pleiotropic loci between Alzheimer’s disease and cardiometabolic traits (2021) · cites this paper as [3]
The Conclusions state that mechanisms linking dyslipidemia to dementia remain unclear and that metabolic-syndrome factors have repeatedly been associated with cognitive decline and dementia. But the paper does not establish a consistently positive association between AD and cardiometabolic traits broadly; its Abstract describes epidemiological findings for dyslipidemia and AD as conflicting. (LLM, conf=0.86)
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References 114 · Cited by 190
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- [1]Brookmeyer R Gray S Kawas C Projections of Alzheimer's disease in the United States and the public health impact of delaying disease onset Am J Public Health 1998 88 1337 1342 9736873 PMC1509089
- [2]von Strauss E Viitanen M De Ronchi D Winblad B Fratiglioni L Aging and the occurrence of dementia: findings from a population-based cohort with a large sample of nonagenarians Arch Neurol 1999 56 587 592 10328254
- [3]Ferri CP Global prevalence of dementia: a Delphi consensus study Lancet 2005 366 2112 2117 16360788 PMC2850264
- [7]Pfrieger FW Cholesterol homeostasis and function in neurons of the central nervous system Cell Mol Life Sci 2003 60 1158 1171 12861382 PMC11138592
- [8]Grziwa B The transmembrane domain of the amyloid precursor protein in microsomal membranes is on both sides shorter than predicted J Biol Chem 2003 278 6803 6808 12454010
- [9]Refolo LM A cholesterol-lowering drug reduces beta-amyloid pathology in a transgenic mouse model of Alzheimer's disease Neurobiol Dis 2001 8 890 899 11592856
- [10]Refolo LM Hypercholesterolemia accelerates the Alzheimer's amyloid pathology in a transgenic mouse model Neurobiol Dis 2000 7 321 331 10964604
- [11]Kojro E Gimpl G Lammich S Marz W Fahrenholz F Low cholesterol stimulates the nonamyloidogenic pathway by its effect on the alpha-secretase ADAM 10 Proc Natl Acad Sci U S A 2001 98 5815 5820 11309494 PMC33296
- [12]Simons M Cholesterol depletion inhibits the generation of beta-amyloid in hippocampal neurons Proc Natl Acad Sci U S A 1998 95 6460 6464 9600988 PMC27798
- [13]Crameri A The role of seladin-1/DHCR24 in cholesterol biosynthesis, APP processing and Abeta generation in vivo EMBO J 2006 25 432 443 16407971 PMC1383521
- [14]McLaurin J Darabie AA Morrison MR Cholesterol, a modulator of membrane-associated Abeta-fibrillogenesis Pharmacopsychiatry 2003 36 Suppl 2 S130 S135 14574627
- [15]Zou K Amyloid beta-protein (Abeta)1–40 protects neurons from damage induced by Abeta1–42 in culture and in rat brain J Neurochem 2003 87 609 619 14535944
- [16]Trousson A 25-hydroxycholesterol provokes oligodendrocyte cell line apoptosis and stimulates the secreted phospholipase A2 type IIA via LXR beta and PXR J Neurochem 2009 109 945 958 19250336
- [17]Ma MT Zhang J Farooqui AA Chen P Ong WY Effects of cholesterol oxidation products on exocytosis Neurosci Lett 2010 476 36 41 20380872
- [18]Papassotiropoulos A Plasma 24S-hydroxycholesterol: a peripheral indicator of neuronal degeneration and potential state marker for Alzheimer's disease Neuroreport 2000 11 1959 1962 10884051
- [19]Bjorkhem I Cedazo-Minguez A Leoni V Meaney S Oxysterols and neurodegenerative diseases Mol Aspects Med 2009 30 171 179 19248803
- [20]Luchsinger JA Diabetes, related conditions, and dementia J Neurol Sci 2010 299 35 38 20888602 PMC2993820
- [21]Frisardi V Metabolic-cognitive syndrome: a cross-talk between metabolic syndrome and Alzheimer's disease Ageing Res Rev 2010 9 399 417 20444434
- [22]Panza F Metabolic syndrome, mild cognitive impairment, and dementia Curr Alzheimer Res 2011 21605050
- [23]Li J Vascular risk factors promote conversion from mild cognitive impairment to Alzheimer disease Neurology 2011 76 1485 1491 21490316
- [24]Li G Serum cholesterol and risk of Alzheimer disease: a community-based cohort study Neurology 2005 65 1045 1050 16217057
- [25]Mainous AG 3rd Eschenbach SL Wells BJ Everett CJ Gill JM Cholesterol, transferrin saturation, and the development of dementia and Alzheimer's disease: results from an 18-year population-based cohort Fam Med 2005 37 36 42 15619154
- [26]Romas SN Tang MX Berglund L Mayeux R APOE genotype, plasma lipids, lipoproteins, and AD in community elderly Neurology 1999 53 517 521 10449113
- [27]Tan ZS Plasma total cholesterol level as a risk factor for Alzheimer disease: the Framingham Study Arch Intern Med 2003 163 1053 1057 12742802
- [28]Mielke MM The 32-year relationship between cholesterol and dementia from midlife to late life Neurology 2010 75 1888 1895 21068429 PMC2995387
- [30]Notkola IL Serum total cholesterol, apolipoprotein E epsilon 4 allele, and Alzheimer's disease Neuroepidemiology 1998 17 14 20 9549720
- [31]Whitmer RA Sidney S Selby J Johnston SC Yaffe K Midlife cardiovascular risk factors and risk of dementia in late life Neurology 2005 64 277 281 15668425 **This is a longitudinal study relating lipid levels in midlife with late-life dementia.
- [32]Stewart R White LR Xue QL Launer LJ Twenty-six-year change in total cholesterol levels and incident dementia: the Honolulu-Asia Aging Study Arch Neurol 2007 64 103 107 17210816 **This is a longitudinal study relating lipid levels in midlife with late-life dementia.
- [33]Beydoun MA Statins and serum cholesterol's associations with incident dementia and mild cognitive impairment J Epidemiol Community Health 2010 PMC3024452 20841372
- [34]Pitas RE Boyles JK Lee SH Hui D Weisgraber KH Lipoproteins and their receptors in the central nervous system. Characterization of the lipoproteins in cerebrospinal fluid and identification of apolipoprotein B,E(LDL) receptors in the brain J Biol Chem 1987 262 14352 14360 3115992
- [35]Mauch DH CNS synaptogenesis promoted by glia-derived cholesterol Science 2001 294 1354 1357 11701931
- [36]Eto M Watanabe K Chonan N Ishii K Familial hypercholesterolemia and apolipoprotein E4 Atherosclerosis 1988 72 123 128 3214464
- [37]Murakami K Apolipoprotein E polymorphism is associated with plasma cholesterol response in a 7-day hospitalization study for metabolic and dietary control in NIDDM Diabetes Care 1993 16 564 569 8462379
- [38]Corder EH Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer's disease in late onset families Science 1993 261 921 923 8346443
- [39]Graff-Radford NR Association between apolipoprotein E genotype and Alzheimer disease in African American subjects Arch Neurol 2002 59 594 600 11939894
- [40]Jarvik GP Interactions of apolipoprotein E genotype, total cholesterol level, age, and sex in prediction of Alzheimer's disease: a case-control study Neurology 1995 45 1092 1096 7783869
- [41]Rubinsztein DC Easton DF Apolipoprotein E genetic variation and Alzheimer's disease. a meta-analysis Dement Geriatr Cogn Disord 1999 10 199 209 10325447
- [42]Craft S Accelerated decline in apolipoprotein E-epsilon4 homozygotes with Alzheimer's disease Neurology 1998 51 149 153 9674794
- [44]Greenberg SM Rebeck GW Vonsattel JP Gomez-Isla T Hyman BT Apolipoprotein E epsilon 4 and cerebral hemorrhage associated with amyloid angiopathy Ann Neurol 1995 38 254 259 7654074
- [45]Christensen DZ Schneider-Axmann T Lucassen PJ Bayer TA Wirths O Accumulation of intraneuronal Abeta correlates with ApoE4 genotype Acta Neuropathol 2010 119 555 566 20217101 PMC2849938
- [46]Lambert JC A new polymorphism in the APOE promoter associated with risk of developing Alzheimer's disease Hum Mol Genet 1998 7 533 540 9467014
- [47]Lee JH Association between genetic variants in SORL1 and autopsy-confirmed Alzheimer disease Neurology 2008 70 887 889 17978276 PMC2634845
- [48]Lee JH Association between genetic variants in sortilin-related receptor 1 (SORL1) and Alzheimer's disease in adults with Down syndrome Neurosci Lett 2007 425 105 109 17826910 PMC2131721
- [49]Bettens K SORL1 is genetically associated with increased risk for late-onset Alzheimer disease in the Belgian population Hum Mutat 2008 29 769 770 18407551
- [50]Cuenco KT Association of distinct variants in SORL1 with cerebrovascular and neurodegenerative changes related to Alzheimer disease Arch Neurol 2008 65 1640 1648 19064752 PMC2719762
- [51]Dodson SE LR11/SorLA expression is reduced in sporadic Alzheimer disease but not in familial Alzheimer disease J Neuropathol Exp Neurol 2006 65 866 872 16957580 PMC2663339
- [52]Grear KE Expression of SORL1 and a novel SORL1 splice variant in normal and Alzheimers disease brain Mol Neurodegener 2009 4 46 19889229 PMC2776013
- [53]Kimura R SORL1 is genetically associated with Alzheimer disease in a Japanese population Neurosci Lett 2009 461 177 180 19539718
- [54]Kolsch H Influence of SORL1 gene variants: association with CSF amyloid-beta products in probable Alzheimer's disease Neurosci Lett 2008 440 68 71 18541377
- [55]Kolsch H Association of SORL1 gene variants with Alzheimer's disease Brain Res 2009 1264 1 6 19368828
- [56]Lee JH Barral S Reitz C The neuronal sortilin-related receptor gene SORL1 and late-onset Alzheimer's disease Curr Neurol Neurosci Rep 2008 8 384 391 18713574 PMC2694663
- [57]Lee JH Shibata N Cheng R Mayeux R Possible association between SORL1 and Alzheimer disease? Reanalysing the data of Shibata et al Dement Geriatr Cogn Disord 2008 26 482 18984959 PMC2703707
- [58]Li Y SORL1 variants and risk of late-onset Alzheimer's disease Neurobiol Dis 2008 29 293 296 17949987 PMC2323581
- [59]Ma QL Reduction of SorLA/LR11, a sorting protein limiting beta-amyloid production, in Alzheimer disease cerebrospinal fluid Arch Neurol 2009 66 448 457 19364929 PMC2742778
- [60]Meng Y Association between SORL1 and Alzheimer's disease in a genome-wide study Neuroreport 2007 18 1761 1764 18090307 PMC2631643
- [61]Reynolds CA Sequence variation in SORL1 and dementia risk in Swedes Neurogenetics 2009 11 139 142 19653016 PMC2867467
- [62]Shibata N Genetic association between SORL1 polymorphisms and Alzheimer's disease in a Japanese population Dement Geriatr Cogn Disord 2008 26 161 164 18685254
- [63]Tan EK SORL1 haplotypes modulate risk of Alzheimer's disease in Chinese Neurobiol Aging 2009 30 1048 1051 18063222
- [64]Webster JA Sorl1 as an Alzheimer's disease predisposition gene? Neurodegener Dis 2008 5 60 64 17975299
- [65]Lee JH Cheng R Graff-Radford N Foroud T Mayeux R Analyses of the National Institute on Aging Late-Onset Alzheimer's Disease Family Study: implication of additional loci Archiv Neurol 2008 65 1518 1526 PMC2694670 19001172
- [66]Tang MX The APOE-epsilon4 allele and the risk of Alzheimer disease among African Americans, whites, and Hispanics JAMA 1998 279 751 755 9508150
- [67]Reitz C Meta-analysis of the association between variants in SORL1 and Alzheimer disease Arch Neurol 2011 68 99 106 21220680 PMC3086666 *This is a meta-analysis of SORL1 and AD.
- [68]Seshadri S Genetic correlates of brain aging on MRI and cognitive test measures: a genome-wide association and linkage analysis in the Framingham Study BMC Med Genet 2007 8 Suppl 1 S15 17903297 PMC1995608
- [69]Reitz C SORCS1 alters amyloid precursor protein processing and variants may increase Alzheimer's disease risk Ann Neurol 2011 69 47 64 21280075 PMC3086759
- [70]Rogaeva E The neuronal sortilin-related receptor SORL1 is genetically associated with Alzheimer disease Nat Genet 2007 39 168 177 17220890 PMC2657343 *This is a study implicating SORL1 in AD.
- [71]Gelissen IC Apolipoprotein J (clusterin) induces cholesterol export from macrophage-foam cells: a potential anti-atherogenic function? Biochem J 1998 331 Pt 1 231 237 9512484 PMC1219343
- [72]DeMattos RB ApoE and clusterin cooperatively suppress Abeta levels and deposition: evidence that ApoE regulates extracellular Abeta metabolism in vivo Neuron 2004 41 193 202 14741101
- [73]Bell RD Transport pathways for clearance of human Alzheimer's amyloid beta-peptide and apolipoproteins E and J in the mouse central nervous system J Cereb Blood Flow Metab 2007 27 909 918 17077814 PMC2853021
- [74]Yerbury JJ The extracellular chaperone clusterin influences amyloid formation and toxicity by interacting with prefibrillar structures FASEB J 2007 21 2312 2322 17412999
- [75]Matsubara E Frangione B Ghiso J Characterization of apolipoprotein J-Alzheimer's A beta interaction J Biol Chem 1995 270 7563 7567 7706304
- [76]Tanaka N Abe-Dohmae S Iwamoto N Yokoyama S Roles of ATP-binding cassette transporter A7 in cholesterol homeostasis and host defense system J Atheroscler Thromb 2011 18 274 281 21173549
- [77]Chan SL ATP-binding cassette transporter A7 regulates processing of amyloid precursor protein in vitro J Neurochem 2008 106 793 804 18429932
- [78]Furberg CD Natural statins and stroke risk Circulation 1999 99 185 188 9892578
- [79]Green RC Statin use and the risk of Alzheimer's disease: the MIRAGE study Alzheimers Dement 2006 2 96 103 19595865
- [80]Li G Statin therapy is associated with reduced neuropathologic changes of Alzheimer disease Neurology 2007 69 878 885 17724290
- [81]Masse I Lipid lowering agents are associated with a slower cognitive decline in Alzheimer's disease J Neurol Neurosurg Psychiatry 2005 76 1624 1629 16291883 PMC1739466
- [82]Rea TD Statin use and the risk of incident dementia: the Cardiovascular Health Study Arch Neurol 2005 62 1047 1051 16009757
- [83]Rockwood K Use of lipid-lowering agents, indication bias, and the risk of dementia in community-dwelling elderly people Arch Neurol 2002 59 223 227 11843693
- [84]Sjogren M Mielke M Gustafson D Zandi P Skoog I Cholesterol and Alzheimer's disease--is there a relation? Mech Ageing Dev 2006 127 138 147 16332384
- [85]Wolozin B Kellman W Ruosseau P Celesia GG Siegel G Decreased prevalence of Alzheimer disease associated with 3-hydroxy-3-methyglutaryl coenzyme A reductase inhibitors Arch Neurol 2000 57 1439 1443 11030795
- [86]Wolozin B Re-assessing the relationship between cholesterol, statins and Alzheimer's disease Acta Neurol Scand Suppl 2006 185 63 70 16866913
- [87]Zandi PP Do statins reduce risk of incident dementia and Alzheimer disease? The Cache County Study Arch Gen Psychiatry 2005 62 217 224 15699299
- [88]Li G Age-varying association between statin use and incident Alzheimer's disease J Am Geriatr Soc 2010 58 1311 1317 20533968 PMC3176730
- [89]Cramer C Haan MN Galea S Langa KM Kalbfleisch JD Use of statins and incidence of dementia and cognitive impairment without dementia in a cohort study Neurology 2008 71 344 350 18663180 PMC2676946
- [90]Dufouil C APOE genotype, cholesterol level, lipid-lowering treatment, and dementia: the Three-City Study Neurology 2005 64 1531 1538 15883313
- [91]Haag MD Hofman A Koudstaal PJ Stricker BH Breteler MM Statins are associated with a reduced risk of Alzheimer disease regardless of lipophilicity. The Rotterdam Study J Neurol Neurosurg Psychiatry 2009 80 13 17 18931004
- [92]Horsdal HT Use of statins and risk of hospitalization with dementia: a Danish population-based case-control study Alzheimer Dis Assoc Disord 2009 23 18 22 18695588 PMC3646360
- [93]Jones RW The Atorvastatin/Donepezil in Alzheimer's Disease Study (LEADe): design and baseline characteristics Alzheimers Dement 2008 4 145 153 18631958 *This reports the findings of a randomized controlled trial on the effectiveness of statins in AD.
- [94]Feldman HH Randomized controlled trial of atorvastatin in mild to moderate Alzheimer disease: LEADe Neurology 2010 74 956 964 20200346 *This reports the findings of a randomized controlled trial on the effectiveness of statins in AD.
- [96]MRC/BHF Heart Protection Study of cholesterol lowering with simvastatin in 20,536 high-risk individuals: a randomised placebo-controlled trial Lancet 2002 360 7 22 12114036 *This reports the findings of a randomized controlled trial on the effectiveness of statins in AD.
- [97]Sparks DL Circulating cholesterol levels, apolipoprotein E genotype and dementia severity influence the benefit of atorvastatin treatment in Alzheimer's disease: results of the Alzheimer's Disease Cholesterol-Lowering Treatment (ADCLT) trial Acta Neurol Scand Suppl 2006 185 3 7 16866904 *This reports the findings of a randomized controlled trial on the effectiveness of statins in AD.
- [98]Shepherd J Pravastatin in elderly individuals at risk of vascular disease (PROSPER): a randomised controlled trial Lancet 2002 360 1623 1630 12457784 *This reports the findings of a randomized controlled trial on the effectiveness of statins in AD.
- [99]Sano M A randomized, double-blind, placebo-controlled trial of simvastatin to treat Alzheimer disease Neurology 2011 77 556 563 21795660 PMC3149154 *This reports the findings of a randomized controlled trial on the effectiveness of statins in AD.
- [100]Kuusisto J Association between features of the insulin resistance syndrome and Alzheimer's disease independently of apolipoprotein E4 phenotype: cross sectional population based study BMJ 1997 315 1045 1049 9366728 PMC2127678
- [101]Moroney JT Low-density lipoprotein cholesterol and the risk of dementia with stroke JAMA 1999 282 254 260 10422994
- [103]Kivipelto M Midlife vascular risk factors and Alzheimer's disease in later life: longitudinal, population based study BMJ 2001 322 1447 1451 11408299 PMC32306
- [106]Hayden KM Vascular risk factors for incident Alzheimer disease and vascular dementia: the Cache County study Alzheimer Dis Assoc Disord 2006 20 93 100 16772744
- [108]Reitz C Association of higher levels of high-density lipoprotein cholesterol in elderly individuals and lower risk of late-onset Alzheimer disease Arch Neurol 2010 67 1491 1497 21149810 PMC3065942
- [109]Solfrizzi V Metabolic syndrome and the risk of vascular dementia: the Italian Longitudinal Study on Ageing J Neurol Neurosurg Psychiatry 2010 81 433 440 19965842
- [110]Reynolds CA Gatz M Prince JA Berg S Pedersen NL Serum lipid levels and cognitive change in late life J Am Geriatr Soc 2010 58 501 509 20398119 PMC2913576
- Authors
- Reitz, C.
- Affiliations
- Columbia University Irving Medical Center (US)
- Corresponding author
- Reitz, Christiane
- ORCID
- Reitz, Christiane
- Venue
- Current Atherosclerosis Reports
- Published
- 2013-01-18
- Volume
- 15
- Issue
- 3
- Pages
- 307-307
- ISSN
- 1523-3804 (ISSN-L)
- 1534-6242
- PMC
- PMC3564220
- OpenAlex
- W2102736631
- Cited by
- 190
- References
- 114
- Citations by year
- 2026: 12 · 2025: 18 · 2024: 14 · 2023: 13 · 2022: 12 · 2021: 21 · 2020: 19 · 2019: 15 · 2018: 19 · 2017: 11 · 2016: 7 · 2015: 13 · 2014: 14 · 2013: 2
- FWCI
- 1.32
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Current Atherosclerosis Reports (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Aging (P01AG007232, K23AG034550, AG 07702, AG 07232)
- Topics
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Keywords
- dyslipidemia, Alzheimer's disease, cholesterol, lipid metabolism, apolipoprotein E, clusterin, ABCA7, SORL1, lipid rafts, APP processing, beta-secretase, gamma-secretase, amyloid-beta, statins, genetic susceptibility, brain cholesterol
- MeSH terms
- Alzheimer Disease, Humans, Lipids, Prognosis, Risk Factors, Dyslipidemias, Lipid Metabolism
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